The Future of AI Security: Risk Assessment and Management for Generative Applications with Sahil Agarwal
Sahil Agarwal, co-founder and CEO of Enkrypt.ai, discusses the critical importance of security and compliance in the realm of artificial intelligence (AI) models. His company focuses on helping enterprises adopt generative AI while managing the associated risks. Agarwal explains that the mission of Enkrypt.ai has evolved from developing encryption algorithms to creating comprehensive solutions that provide ongoing management and monitoring of AI applications. This shift aims to ensure that businesses can safely integrate AI technologies without exposing themselves to brand, legal, or security risks.
Agarwal highlights the dual approach of Enkrypt.ai, which includes an initial risk assessment followed by continuous monitoring and management. The risk assessment involves simulating attacks on AI systems to identify vulnerabilities, while the ongoing management ensures that any identified risks are mitigated effectively. This iterative process creates a feedback loop that enhances the security posture of generative applications, allowing businesses to operate with greater confidence.
The conversation also touches on the economic challenges surrounding generative AI, where many companies invest heavily in projects that struggle to reach production due to unresolved security and compliance issues. Agarwal notes that while there is a democratization of AI technology, the real value lies in how enterprises apply these models. He emphasizes the need for businesses to adopt a proactive approach to security, particularly as they scale their use of AI agents and chatbots.
Finally, Agarwal addresses the pressing issue of data leakage, particularly when using third-party AI models. He advises organizations to keep sensitive data on the client side and to choose trusted solutions to mitigate risks. By implementing robust security measures and maintaining a vigilant posture, businesses can harness the power of AI while safeguarding their proprietary information.
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